Development and validation of a machine learning model to predict imminent new vertebral fractures after vertebral augmentation

Development and validation of a machine learning model to predict imminent new vertebral fractures after vertebral augmentation

Abstract Background Accurately predicting the occurrence of imminent new vertebral fractures (NVFs) in patients with osteoporotic vertebral compression fractures (OVCFs) undergoing vertebral augmentation (VA) is challenging with yet no effective approach. This study aim to examine a machine learning...

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Bibliographic Details
Main Authors: Yang Jiang, Jinhui Cai, Yurong Zeng, Haoyi Ye, Tingqian Yang, Zhifeng Liu, Qingyu Liu
Format: Article
Language:English
Published: BMC 2023-06-01
Series:BMC Musculoskeletal Disorders
Subjects:
Osteoporosis
Vertebral fracture
Vertebral augmentation
Radiomics
Machine learning
Online Access:https://doi.org/10.1186/s12891-023-06557-w

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